Automatic data augmentation to improve generalization of deep learning in H&E stained histopathology.
In histopathology practice, scanners, tissue processing, staining, and image acquisition protocols vary from center to center, resulting in subtle variations in images. Vanilla convolutional neural networks are sensitive to such...
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